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03/31/2023
A Benchmark Generative Probabilistic Model for Weak Supervised Learning
Finding relevant and high-quality datasets to train machine learning mod...
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02/17/2023
A New Baseline for GreenAI: Finding the Optimal Sub-Network via Layer and Channel Pruning
The concept of Green AI has been gaining attention within the deep learn...
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12/14/2022
API-Spector: an API-to-API Specification Recommendation Engine
When designing a new API for a large project, developers need to make sm...
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08/19/2022
Topical: Learning Repository Embeddings from Source Code using Attention
Machine learning on source code (MLOnCode) promises to transform how sof...
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05/11/2022
CV4Code: Sourcecode Understanding via Visual Code Representations
We present CV4Code, a compact and effective computer vision method for s...
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04/26/2022
Enhancing Privacy against Inversion Attacks in Federated Learning by using Mixing Gradients Strategies
Federated learning reduces the risk of information leakage, but remains ...
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03/25/2022
ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation
Chest Computational Tomography (CT) scans present low cost, speed and ob...
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11/05/2021